Task 3717344
| Name | ParityMachine-1605152079-24708-14_0 |
| Workunit | 1903402 |
| Created | 18 Jan 2021, 9:38:57 UTC |
| Sent | 18 Jan 2021, 9:42:21 UTC |
| Report deadline | 25 Jan 2021, 9:42:21 UTC |
| Received | 18 Jan 2021, 11:25:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 38 min 7 sec |
| CPU time | 36 min 47 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 2253.67 ms [2021-01-18 12:00:42 main:574] : INFO : Epoch 515 | loss: 0.0311569 | val_loss: 0.0311709 | Time: 2296.98 ms [2021-01-18 12:00:44 main:574] : INFO : Epoch 516 | loss: 0.0311576 | val_loss: 0.0311712 | Time: 2202.28 ms [2021-01-18 12:00:46 main:574] : INFO : Epoch 517 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 2232.51 ms [2021-01-18 12:00:49 main:574] : INFO : Epoch 518 | loss: 0.0311569 | val_loss: 0.0311749 | Time: 2293.99 ms [2021-01-18 12:00:51 main:574] : INFO : Epoch 519 | loss: 0.0311579 | val_loss: 0.0311712 | Time: 2299.52 ms [2021-01-18 12:00:53 main:574] : INFO : Epoch 520 | loss: 0.0311573 | val_loss: 0.0311718 | Time: 2257.5 ms [2021-01-18 12:00:55 main:574] : INFO : Epoch 521 | loss: 0.0311568 | val_loss: 0.0311832 | Time: 2279.38 ms [2021-01-18 12:00:58 main:574] : INFO : Epoch 522 | loss: 0.0311567 | val_loss: 0.0311749 | Time: 2243.79 ms [2021-01-18 12:01:00 main:574] : INFO : Epoch 523 | loss: 0.0311594 | val_loss: 0.0311744 | Time: 2290.12 ms [2021-01-18 12:01:02 main:574] : INFO : Epoch 524 | loss: 0.0311611 | val_loss: 0.0311786 | Time: 2219.88 ms [2021-01-18 12:01:05 main:574] : INFO : Epoch 525 | loss: 0.0311584 | val_loss: 0.0311722 | Time: 2276.63 ms [2021-01-18 12:01:07 main:574] : INFO : Epoch 526 | loss: 0.0311574 | val_loss: 0.0311719 | Time: 2236.13 ms [2021-01-18 12:01:09 main:574] : INFO : Epoch 527 | loss: 0.0311579 | val_loss: 0.0311722 | Time: 2240.15 ms [2021-01-18 12:01:11 main:574] : INFO : Epoch 528 | loss: 0.0311588 | val_loss: 0.0311742 | Time: 2258.66 ms [2021-01-18 12:01:14 main:574] : INFO : Epoch 529 | loss: 0.0311578 | val_loss: 0.0311723 | Time: 2225.25 ms [2021-01-18 12:01:17 main:574] : INFO : Epoch 530 | loss: 0.0311577 | val_loss: 0.0311733 | Time: 2988.06 ms [2021-01-18 12:01:19 main:574] : INFO : Epoch 531 | loss: 0.0311581 | val_loss: 0.031173 | Time: 2441.94 ms [2021-01-18 12:01:21 main:574] : INFO : Epoch 532 | loss: 0.0311583 | val_loss: 0.0311743 | Time: 2340 ms [2021-01-18 12:01:24 main:574] : INFO : Epoch 533 | loss: 0.0311592 | val_loss: 0.0311755 | Time: 2301.6 ms [2021-01-18 12:01:26 main:574] : INFO : Epoch 534 | loss: 0.0311587 | val_loss: 0.0311727 | Time: 2344.73 ms [2021-01-18 12:01:28 main:574] : INFO : Epoch 535 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 2320.96 ms [2021-01-18 12:01:31 main:574] : INFO : Epoch 536 | loss: 0.0311573 | val_loss: 0.0311721 | Time: 2289.06 ms [2021-01-18 12:01:33 main:574] : INFO : Epoch 537 | loss: 0.0311573 | val_loss: 0.0311741 | Time: 2250.55 ms [2021-01-18 12:01:35 main:574] : INFO : Epoch 538 | loss: 0.0311581 | val_loss: 0.031175 | Time: 2330.47 ms [2021-01-18 12:01:38 main:574] : INFO : Epoch 539 | loss: 0.0311578 | val_loss: 0.031173 | Time: 2282.64 ms [2021-01-18 12:01:40 main:574] : INFO : Epoch 540 | loss: 0.031157 | val_loss: 0.0311759 | Time: 2244.25 ms [2021-01-18 12:01:42 main:574] : INFO : Epoch 541 | loss: 0.0311582 | val_loss: 0.0311719 | Time: 2280.63 ms [2021-01-18 12:01:44 main:574] : INFO : Epoch 542 | loss: 0.0311585 | val_loss: 0.0311762 | Time: 2235.28 ms [2021-01-18 12:01:47 main:574] : INFO : Epoch 543 | loss: 0.0311587 | val_loss: 0.0311717 | Time: 2314.68 ms [2021-01-18 12:01:49 main:574] : INFO : Epoch 544 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 2282.22 ms [2021-01-18 12:01:51 main:574] : INFO : Epoch 545 | loss: 0.0311578 | val_loss: 0.031177 | Time: 2306.4 ms [2021-01-18 12:01:54 main:574] : INFO : Epoch 546 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 2235.2 ms [2021-01-18 12:01:56 main:574] : INFO : Epoch 547 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 2276.13 ms [2021-01-18 12:01:58 main:574] : INFO : Epoch 548 | loss: 0.031157 | val_loss: 0.0311738 | Time: 2260.66 ms [2021-01-18 12:02:01 main:574] : INFO : Epoch 549 | loss: 0.0311572 | val_loss: 0.0311707 | Time: 2294.3 ms [2021-01-18 12:02:03 main:574] : INFO : Epoch 550 | loss: 0.0311571 | val_loss: 0.0311758 | Time: 2277.36 ms [2021-01-18 12:02:05 main:574] : INFO : Epoch 551 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 2202.62 ms [2021-01-18 12:02:07 main:574] : INFO : Epoch 552 | loss: 0.0311584 | val_loss: 0.031177 | Time: 2287.27 ms [2021-01-18 12:02:10 main:574] : INFO : Epoch 553 | loss: 0.0311591 | val_loss: 0.0311729 | Time: 2256.91 ms [2021-01-18 12:02:12 main:574] : INFO : Epoch 554 | loss: 0.0311594 | val_loss: 0.0311785 | Time: 2255.59 ms [2021-01-18 12:02:14 main:574] : INFO : Epoch 555 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 2232.62 ms [2021-01-18 12:02:17 main:574] : INFO : Epoch 556 | loss: 0.0311619 | val_loss: 0.0311712 | Time: 2283.05 ms [2021-01-18 12:02:19 main:574] : INFO : Epoch 557 | loss: 0.031161 | val_loss: 0.0311727 | Time: 2256.7 ms [2021-01-18 12:02:21 main:574] : INFO : Epoch 558 | loss: 0.0311609 | val_loss: 0.0311727 | Time: 2308.27 ms [2021-01-18 12:02:23 main:574] : INFO : Epoch 559 | loss: 0.0311602 | val_loss: 0.031173 | Time: 2221.46 ms [2021-01-18 12:02:26 main:574] : INFO : Epoch 560 | loss: 0.0311607 | val_loss: 0.0311752 | Time: 2276.18 ms [2021-01-18 12:02:28 main:574] : INFO : Epoch 561 | loss: 0.0311593 | val_loss: 0.0311724 | Time: 2271.67 ms [2021-01-18 12:02:30 main:574] : INFO : Epoch 562 | loss: 0.0311616 | val_loss: 0.0311764 | Time: 2276.64 ms [2021-01-18 12:02:33 main:574] : INFO : Epoch 563 | loss: 0.031161 | val_loss: 0.0311773 | Time: 2325.53 ms [2021-01-18 12:02:35 main:574] : INFO : Epoch 564 | loss: 0.0311607 | val_loss: 0.0311718 | Time: 2220.86 ms [2021-01-18 12:02:37 main:574] : INFO : Epoch 565 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 2265.74 ms [2021-01-18 12:02:39 main:574] : INFO : Epoch 566 | loss: 0.0311597 | val_loss: 0.0311737 | Time: 2242.01 ms [2021-01-18 12:02:42 main:574] : INFO : Epoch 567 | loss: 0.0311592 | val_loss: 0.031175 | Time: 2282.34 ms [2021-01-18 12:02:44 main:574] : INFO : Epoch 568 | loss: 0.0311624 | val_loss: 0.0311747 | Time: 2269.67 ms [2021-01-18 12:02:46 main:574] : INFO : Epoch 569 | loss: 0.0311599 | val_loss: 0.0311727 | Time: 2278.44 ms [2021-01-18 12:02:48 main:574] : INFO : Epoch 570 | loss: 0.0311595 | val_loss: 0.0311717 | Time: 2210.48 ms [2021-01-18 12:02:51 main:574] : INFO : Epoch 571 | loss: 0.0311591 | val_loss: 0.0311737 | Time: 2313.2 ms [2021-01-18 12:02:53 main:574] : INFO : Epoch 572 | loss: 0.0311609 | val_loss: 0.0311734 | Time: 2221.48 ms [2021-01-18 12:02:55 main:574] : INFO : Epoch 573 | loss: 0.0311591 | val_loss: 0.0311727 | Time: 2288.99 ms [2021-01-18 12:02:58 main:574] : INFO : Epoch 574 | loss: 0.0311599 | val_loss: 0.0311718 | Time: 2260.7 ms [2021-01-18 12:03:00 main:574] : INFO : Epoch 575 | loss: 0.0311598 | val_loss: 0.0311757 | Time: 2270.17 ms [2021-01-18 12:03:02 main:574] : INFO : Epoch 576 | loss: 0.0311597 | val_loss: 0.0311728 | Time: 2342.27 ms [2021-01-18 12:03:05 main:574] : INFO : Epoch 577 | loss: 0.0311585 | val_loss: 0.031174 | Time: 2320.9 ms [2021-01-18 12:03:07 main:574] : INFO : Epoch 578 | loss: 0.0311583 | val_loss: 0.0311723 | Time: 2270.94 ms [2021-01-18 12:03:09 main:574] : INFO : Epoch 579 | loss: 0.031158 | val_loss: 0.0311723 | Time: 2196.62 ms [2021-01-18 12:03:11 main:574] : INFO : Epoch 580 | loss: 0.0311578 | val_loss: 0.031174 | Time: 2258.32 ms [2021-01-18 12:03:14 main:574] : INFO : Epoch 581 | loss: 0.0311582 | val_loss: 0.031172 | Time: 2307.84 ms [2021-01-18 12:03:16 main:574] : INFO : Epoch 582 | loss: 0.031158 | val_loss: 0.0311744 | Time: 2277.25 ms [2021-01-18 12:03:18 main:574] : INFO : Epoch 583 | loss: 0.0311589 | val_loss: 0.0311734 | Time: 2271.91 ms [2021-01-18 12:03:21 main:574] : INFO : Epoch 584 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 2238.83 ms [2021-01-18 12:03:23 main:574] : INFO : Epoch 585 | loss: 0.0311609 | val_loss: 0.0311746 | Time: 2260.72 ms [2021-01-18 12:03:25 main:574] : INFO : Epoch 586 | loss: 0.0311601 | val_loss: 0.0311705 | Time: 2363.61 ms [2021-01-18 12:03:28 main:574] : INFO : Epoch 587 | loss: 0.0311598 | val_loss: 0.0311698 | Time: 2297.95 ms [2021-01-18 12:03:30 main:574] : INFO : Epoch 588 | loss: 0.0311597 | val_loss: 0.031169 | Time: 2281.96 ms [2021-01-18 12:03:32 main:574] : INFO : Epoch 589 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 2262.7 ms [2021-01-18 12:03:34 main:574] : INFO : Epoch 590 | loss: 0.0311583 | val_loss: 0.0311704 | Time: 2134.98 ms [2021-01-18 12:03:37 main:574] : INFO : Epoch 591 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 2279.78 ms [2021-01-18 12:03:39 main:574] : INFO : Epoch 592 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 2282.04 ms [2021-01-18 12:03:41 main:574] : INFO : Epoch 593 | loss: 0.0311579 | val_loss: 0.031172 | Time: 2186.4 ms [2021-01-18 12:03:43 main:574] : INFO : Epoch 594 | loss: 0.0311581 | val_loss: 0.0311702 | Time: 2226.72 ms [2021-01-18 12:03:46 main:574] : INFO : Epoch 595 | loss: 0.0311573 | val_loss: 0.0311707 | Time: 2236.9 ms [2021-01-18 12:03:48 main:574] : INFO : Epoch 596 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 2273.72 ms [2021-01-18 12:03:50 main:574] : INFO : Epoch 597 | loss: 0.031161 | val_loss: 0.0311719 | Time: 2249.28 ms [2021-01-18 12:03:52 main:574] : INFO : Epoch 598 | loss: 0.0311627 | val_loss: 0.0311721 | Time: 2261.78 ms [2021-01-18 12:03:55 main:574] : INFO : Epoch 599 | loss: 0.0311576 | val_loss: 0.0311699 | Time: 2383.7 ms [2021-01-18 12:03:57 main:574] : INFO : Epoch 600 | loss: 0.0311573 | val_loss: 0.0311721 | Time: 2237.34 ms [2021-01-18 12:03:59 main:574] : INFO : Epoch 601 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 2237.5 ms [2021-01-18 12:04:02 main:574] : INFO : Epoch 602 | loss: 0.0311572 | val_loss: 0.0311706 | Time: 2321.25 ms [2021-01-18 12:04:04 main:574] : INFO : Epoch 603 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 2296.93 ms [2021-01-18 12:04:06 main:574] : INFO : Epoch 604 | loss: 0.0311587 | val_loss: 0.031175 | Time: 2197.92 ms [2021-01-18 12:04:09 main:574] : INFO : Epoch 605 | loss: 0.0311587 | val_loss: 0.0311726 | Time: 2224.03 ms [2021-01-18 12:04:11 main:574] : INFO : Epoch 606 | loss: 0.0311596 | val_loss: 0.0311704 | Time: 2312.88 ms [2021-01-18 12:04:13 main:574] : INFO : Epoch 607 | loss: 0.0311588 | val_loss: 0.0311704 | Time: 2294.44 ms [2021-01-18 12:04:15 main:574] : INFO : Epoch 608 | loss: 0.0311593 | val_loss: 0.0311709 | Time: 2296.31 ms [2021-01-18 12:04:18 main:574] : INFO : Epoch 609 | loss: 0.0311578 | val_loss: 0.0311702 | Time: 2305.18 ms [2021-01-18 12:04:20 main:574] : INFO : Epoch 610 | loss: 0.0311574 | val_loss: 0.0311703 | Time: 2304.26 ms [2021-01-18 12:04:22 main:574] : INFO : Epoch 611 | loss: 0.0311576 | val_loss: 0.0311725 | Time: 2280.73 ms [2021-01-18 12:04:25 main:574] : INFO : Epoch 612 | loss: 0.0311603 | val_loss: 0.0311735 | Time: 2654.84 ms [2021-01-18 12:04:27 main:574] : INFO : Epoch 613 | loss: 0.0311638 | val_loss: 0.0311716 | Time: 2273.2 ms [2021-01-18 12:04:30 main:574] : INFO : Epoch 614 | loss: 0.0311602 | val_loss: 0.0311698 | Time: 2283.81 ms [2021-01-18 12:04:32 main:574] : INFO : Epoch 615 | loss: 0.031159 | val_loss: 0.0311713 | Time: 2352.21 ms [2021-01-18 12:04:34 main:574] : INFO : Epoch 616 | loss: 0.0311578 | val_loss: 0.03117 | Time: 2272.51 ms [2021-01-18 12:04:36 main:574] : INFO : Epoch 617 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 2092.79 ms [2021-01-18 12:04:39 main:574] : INFO : Epoch 618 | loss: 0.0311575 | val_loss: 0.0311732 | Time: 2265.69 ms [2021-01-18 12:04:41 main:574] : INFO : Epoch 619 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 2286.15 ms [2021-01-18 12:04:43 main:574] : INFO : Epoch 620 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 2384.02 ms [2021-01-18 12:04:46 main:574] : INFO : Epoch 621 | loss: 0.0311584 | val_loss: 0.0311731 | Time: 2326.32 ms [2021-01-18 12:04:48 main:574] : INFO : Epoch 622 | loss: 0.0311566 | val_loss: 0.0311719 | Time: 2288.56 ms [2021-01-18 12:04:50 main:574] : INFO : Epoch 623 | loss: 0.0311574 | val_loss: 0.0311745 | Time: 2288.96 ms [2021-01-18 12:04:53 main:574] : INFO : Epoch 624 | loss: 0.0311578 | val_loss: 0.0311721 | Time: 2252.92 ms [2021-01-18 12:04:55 main:574] : INFO : Epoch 625 | loss: 0.0311604 | val_loss: 0.031175 | Time: 2305.91 ms [2021-01-18 12:04:57 main:574] : INFO : Epoch 626 | loss: 0.0311607 | val_loss: 0.0311717 | Time: 2297.37 ms [2021-01-18 12:05:00 main:574] : INFO : Epoch 627 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 2322.7 ms [2021-01-18 12:05:02 main:574] : INFO : Epoch 628 | loss: 0.0311575 | val_loss: 0.0311734 | Time: 2266.65 ms [2021-01-18 12:05:04 main:574] : INFO : Epoch 629 | loss: 0.0311587 | val_loss: 0.0311697 | Time: 2316.91 ms [2021-01-18 12:05:07 main:574] : INFO : Epoch 630 | loss: 0.0311591 | val_loss: 0.0311746 | Time: 2243.58 ms [2021-01-18 12:05:09 main:574] : INFO : Epoch 631 | loss: 0.031159 | val_loss: 0.0311756 | Time: 2249.08 ms [2021-01-18 12:05:11 main:574] : INFO : Epoch 632 | loss: 0.0311587 | val_loss: 0.031173 | Time: 2226.07 ms [2021-01-18 12:05:13 main:574] : INFO : Epoch 633 | loss: 0.0311605 | val_loss: 0.0311702 | Time: 2321.47 ms [2021-01-18 12:05:16 main:574] : INFO : Epoch 634 | loss: 0.0311589 | val_loss: 0.0311716 | Time: 2293.55 ms [2021-01-18 12:05:18 main:574] : INFO : Epoch 635 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 2287.87 ms [2021-01-18 12:05:20 main:574] : INFO : Epoch 636 | loss: 0.0311574 | val_loss: 0.0311726 | Time: 2206.2 ms [2021-01-18 12:05:23 main:574] : INFO : Epoch 637 | loss: 0.0311577 | val_loss: 0.0311726 | Time: 2276.99 ms [2021-01-18 12:05:25 main:574] : INFO : Epoch 638 | loss: 0.0311596 | val_loss: 0.0311713 | Time: 2242.76 ms [2021-01-18 12:05:27 main:574] : INFO : Epoch 639 | loss: 0.0311589 | val_loss: 0.031171 | Time: 2256.73 ms [2021-01-18 12:05:29 main:574] : INFO : Epoch 640 | loss: 0.0311588 | val_loss: 0.0311718 | Time: 2264.96 ms [2021-01-18 12:05:32 main:574] : INFO : Epoch 641 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 2258.16 ms [2021-01-18 12:05:34 main:574] : INFO : Epoch 642 | loss: 0.0311573 | val_loss: 0.0311713 | Time: 2305.76 ms [2021-01-18 12:05:36 main:574] : INFO : Epoch 643 | loss: 0.0311569 | val_loss: 0.0311706 | Time: 2065.35 ms [2021-01-18 12:05:38 main:574] : INFO : Epoch 644 | loss: 0.0311567 | val_loss: 0.0311706 | Time: 2254.15 ms [2021-01-18 12:05:41 main:574] : INFO : Epoch 645 | loss: 0.0311571 | val_loss: 0.0311719 | Time: 2263.53 ms [2021-01-18 12:05:43 main:574] : INFO : Epoch 646 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 2277.45 ms [2021-01-18 12:05:45 main:574] : INFO : Epoch 647 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 2230.99 ms [2021-01-18 12:05:48 main:574] : INFO : Epoch 648 | loss: 0.0311557 | val_loss: 0.0311695 | Time: 2310.63 ms [2021-01-18 12:05:50 main:574] : INFO : Epoch 649 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 2341.82 ms [2021-01-18 12:05:53 main:574] : INFO : Epoch 650 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 2622.39 ms [2021-01-18 12:05:55 main:574] : INFO : Epoch 651 | loss: 0.0311568 | val_loss: 0.0311698 | Time: 2504.44 ms [2021-01-18 12:05:57 main:574] : INFO : Epoch 652 | loss: 0.0311575 | val_loss: 0.031171 | Time: 2268.7 ms [2021-01-18 12:06:00 main:574] : INFO : Epoch 653 | loss: 0.0311579 | val_loss: 0.0311702 | Time: 2366.23 ms [2021-01-18 12:06:02 main:574] : INFO : Epoch 654 | loss: 0.0311607 | val_loss: 0.0311733 | Time: 2449.75 ms [2021-01-18 12:06:05 main:574] : INFO : Epoch 655 | loss: 0.0311591 | val_loss: 0.0311738 | Time: 2344.65 ms [2021-01-18 12:06:07 main:574] : INFO : Epoch 656 | loss: 0.0311573 | val_loss: 0.0311698 | Time: 2289.01 ms [2021-01-18 12:06:09 main:574] : INFO : Epoch 657 | loss: 0.0311578 | val_loss: 0.0311724 | Time: 2252.37 ms [2021-01-18 12:06:11 main:574] : INFO : Epoch 658 | loss: 0.0311582 | val_loss: 0.031171 | Time: 2251.79 ms [2021-01-18 12:06:14 main:574] : INFO : Epoch 659 | loss: 0.0311596 | val_loss: 0.0311712 | Time: 2259.2 ms [2021-01-18 12:06:16 main:574] : INFO : Epoch 660 | loss: 0.031159 | val_loss: 0.0311764 | Time: 2261.49 ms [2021-01-18 12:06:18 main:574] : INFO : Epoch 661 | loss: 0.0311581 | val_loss: 0.0311722 | Time: 2299.49 ms [2021-01-18 12:06:21 main:574] : INFO : Epoch 662 | loss: 0.0311582 | val_loss: 0.0311699 | Time: 2382.2 ms [2021-01-18 12:06:23 main:574] : INFO : Epoch 663 | loss: 0.0311572 | val_loss: 0.0311769 | Time: 2374.57 ms [2021-01-18 12:06:25 main:574] : INFO : Epoch 664 | loss: 0.0311568 | val_loss: 0.03117 | Time: 2291.22 ms [2021-01-18 12:06:28 main:574] : INFO : Epoch 665 | loss: 0.0311565 | val_loss: 0.031172 | Time: 2269.12 ms [2021-01-18 12:06:30 main:574] : INFO : Epoch 666 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 2328.32 ms [2021-01-18 12:06:32 main:574] : INFO : Epoch 667 | loss: 0.0311567 | val_loss: 0.0311721 | Time: 2304.9 ms [2021-01-18 12:06:35 main:574] : INFO : Epoch 668 | loss: 0.031156 | val_loss: 0.0311706 | Time: 2371.35 ms [2021-01-18 12:06:37 main:574] : INFO : Epoch 669 | loss: 0.0311575 | val_loss: 0.031171 | Time: 2208.5 ms [2021-01-18 12:06:39 main:574] : INFO : Epoch 670 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 2295.46 ms [2021-01-18 12:06:42 main:574] : INFO : Epoch 671 | loss: 0.0311591 | val_loss: 0.0311715 | Time: 2263.62 ms [2021-01-18 12:06:44 main:574] : INFO : Epoch 672 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 2309.39 ms [2021-01-18 12:06:46 main:574] : INFO : Epoch 673 | loss: 0.0311578 | val_loss: 0.031169 | Time: 2257.88 ms [2021-01-18 12:06:48 main:574] : INFO : Epoch 674 | loss: 0.0311576 | val_loss: 0.0311689 | Time: 2307.95 ms [2021-01-18 12:06:51 main:574] : INFO : Epoch 675 | loss: 0.0311572 | val_loss: 0.0311712 | Time: 2275.98 ms [2021-01-18 12:06:53 main:574] : INFO : Epoch 676 | loss: 0.0311557 | val_loss: 0.03117 | Time: 2282.56 ms [2021-01-18 12:06:55 main:574] : INFO : Epoch 677 | loss: 0.0311564 | val_loss: 0.0311708 | Time: 2292.82 ms [2021-01-18 12:06:58 main:574] : INFO : Epoch 678 | loss: 0.0311568 | val_loss: 0.0311824 | Time: 2238.24 ms [2021-01-18 12:07:00 main:574] : INFO : Epoch 679 | loss: 0.0311576 | val_loss: 0.03117 | Time: 2314.1 ms [2021-01-18 12:07:02 main:574] : INFO : Epoch 680 | loss: 0.0311558 | val_loss: 0.0311708 | Time: 2269.5 ms [2021-01-18 12:07:05 main:574] : INFO : Epoch 681 | loss: 0.0311554 | val_loss: 0.0311691 | Time: 2259.7 ms [2021-01-18 12:07:07 main:574] : INFO : Epoch 682 | loss: 0.0311558 | val_loss: 0.0311731 | Time: 2297.75 ms [2021-01-18 12:07:09 main:574] : INFO : Epoch 683 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 2234.68 ms [2021-01-18 12:07:11 main:574] : INFO : Epoch 684 | loss: 0.031155 | val_loss: 0.0311719 | Time: 2240.66 ms [2021-01-18 12:07:14 main:574] : INFO : Epoch 685 | loss: 0.0311549 | val_loss: 0.0311716 | Time: 2275.86 ms [2021-01-18 12:07:16 main:574] : INFO : Epoch 686 | loss: 0.0311548 | val_loss: 0.0311697 | Time: 2243.65 ms [2021-01-18 12:07:18 main:574] : INFO : Epoch 687 | loss: 0.0311552 | val_loss: 0.0311713 | Time: 2248.96 ms [2021-01-18 12:07:21 main:574] : INFO : Epoch 688 | loss: 0.0311556 | val_loss: 0.0311704 | Time: 2298.43 ms [2021-01-18 12:07:23 main:574] : INFO : Epoch 689 | loss: 0.0311576 | val_loss: 0.0311722 | Time: 2276.93 ms [2021-01-18 12:07:25 main:574] : INFO : Epoch 690 | loss: 0.0311562 | val_loss: 0.0311704 | Time: 2306.98 ms [2021-01-18 12:07:27 main:574] : INFO : Epoch 691 | loss: 0.0311549 | val_loss: 0.0311708 | Time: 2269.15 ms [2021-01-18 12:07:30 main:574] : INFO : Epoch 692 | loss: 0.0311553 | val_loss: 0.0311721 | Time: 2296.29 ms [2021-01-18 12:07:32 main:574] : INFO : Epoch 693 | loss: 0.0311557 | val_loss: 0.0311721 | Time: 2260.01 ms [2021-01-18 12:07:34 main:574] : INFO : Epoch 694 | loss: 0.0311553 | val_loss: 0.0311733 | Time: 2313.3 ms [2021-01-18 12:07:37 main:574] : INFO : Epoch 695 | loss: 0.031157 | val_loss: 0.0311703 | Time: 2239.49 ms [2021-01-18 12:07:39 main:574] : INFO : Epoch 696 | loss: 0.0311553 | val_loss: 0.0311705 | Time: 2187.8 ms [2021-01-18 12:07:41 main:574] : INFO : Epoch 697 | loss: 0.0311551 | val_loss: 0.0311696 | Time: 2208.64 ms [2021-01-18 12:07:43 main:574] : INFO : Epoch 698 | loss: 0.0311549 | val_loss: 0.0311708 | Time: 2329.67 ms [2021-01-18 12:07:46 main:574] : INFO : Epoch 699 | loss: 0.0311542 | val_loss: 0.0311684 | Time: 2215.69 ms [2021-01-18 12:07:48 main:574] : INFO : Epoch 700 | loss: 0.0311555 | val_loss: 0.0311697 | Time: 2262.86 ms [2021-01-18 12:07:50 main:574] : INFO : Epoch 701 | loss: 0.0311554 | val_loss: 0.0311717 | Time: 2233.56 ms [2021-01-18 12:07:52 main:574] : INFO : Epoch 702 | loss: 0.0311559 | val_loss: 0.0311704 | Time: 2240.89 ms [2021-01-18 12:07:55 main:574] : INFO : Epoch 703 | loss: 0.0311563 | val_loss: 0.0311695 | Time: 2238.3 ms [2021-01-18 12:07:57 main:574] : INFO : Epoch 704 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 2233.5 ms [2021-01-18 12:07:59 main:574] : INFO : Epoch 705 | loss: 0.0311574 | val_loss: 0.0311703 | Time: 2249.2 ms [2021-01-18 12:08:02 main:574] : INFO : Epoch 706 | loss: 0.0311568 | val_loss: 0.0311701 | Time: 2252.14 ms [2021-01-18 12:08:04 main:574] : INFO : Epoch 707 | loss: 0.0311554 | val_loss: 0.0311688 | Time: 2281.65 ms [2021-01-18 12:08:06 main:574] : INFO : Epoch 708 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 2289.26 ms [2021-01-18 12:08:08 main:574] : INFO : Epoch 709 | loss: 0.0311551 | val_loss: 0.0311709 | Time: 2253.88 ms [2021-01-18 12:08:11 main:574] : INFO : Epoch 710 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 2272.34 ms [2021-01-18 12:08:13 main:574] : INFO : Epoch 711 | loss: 0.0311556 | val_loss: 0.0311702 | Time: 2318.85 ms [2021-01-18 12:08:15 main:574] : INFO : Epoch 712 | loss: 0.031155 | val_loss: 0.0311735 | Time: 2203.57 ms [2021-01-18 12:08:17 main:574] : INFO : Epoch 713 | loss: 0.0311555 | val_loss: 0.0311705 | Time: 2188.83 ms [2021-01-18 12:08:20 main:574] : INFO : Epoch 714 | loss: 0.0311547 | val_loss: 0.0311707 | Time: 2259.64 ms [2021-01-18 12:08:22 main:574] : INFO : Epoch 715 | loss: 0.0311568 | val_loss: 0.0311731 | Time: 2285.31 ms [2021-01-18 12:08:24 main:574] : INFO : Epoch 716 | loss: 0.0311557 | val_loss: 0.0311728 | Time: 2345.7 ms [2021-01-18 12:08:27 main:574] : INFO : Epoch 717 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 2211.08 ms [2021-01-18 12:08:29 main:574] : INFO : Epoch 718 | loss: 0.0311562 | val_loss: 0.0311727 | Time: 2251.74 ms [2021-01-18 12:08:31 main:574] : INFO : Epoch 719 | loss: 0.0311559 | val_loss: 0.031171 | Time: 2278.24 ms [2021-01-18 12:08:33 main:574] : INFO : Epoch 720 | loss: 0.0311567 | val_loss: 0.0311727 | Time: 2268.3 ms [2021-01-18 12:08:36 main:574] : INFO : Epoch 721 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 2277.07 ms [2021-01-18 12:08:38 main:574] : INFO : Epoch 722 | loss: 0.0311561 | val_loss: 0.0311722 | Time: 2220.52 ms [2021-01-18 12:08:40 main:574] : INFO : Epoch 723 | loss: 0.031155 | val_loss: 0.0311736 | Time: 2076.19 ms [2021-01-18 12:08:42 main:574] : INFO : Epoch 724 | loss: 0.0311559 | val_loss: 0.0311708 | Time: 2269.52 ms [2021-01-18 12:08:45 main:574] : INFO : Epoch 725 | loss: 0.0311537 | val_loss: 0.0311708 | Time: 2231.14 ms [2021-01-18 12:08:47 main:574] : INFO : Epoch 726 | loss: 0.031154 | val_loss: 0.0311705 | Time: 2285.36 ms [2021-01-18 12:08:49 main:574] : INFO : Epoch 727 | loss: 0.031154 | val_loss: 0.0311713 | Time: 2267.89 ms [2021-01-18 12:08:52 main:574] : INFO : Epoch 728 | loss: 0.0311541 | val_loss: 0.0311696 | Time: 2295.63 ms [2021-01-18 12:08:54 main:574] : INFO : Epoch 729 | loss: 0.0311537 | val_loss: 0.0311713 | Time: 2268.97 ms [2021-01-18 12:08:56 main:574] : INFO : Epoch 730 | loss: 0.0311541 | val_loss: 0.0311697 | Time: 2264.7 ms [2021-01-18 12:08:58 main:574] : INFO : Epoch 731 | loss: 0.0311547 | val_loss: 0.0311696 | Time: 2317.28 ms [2021-01-18 12:09:01 main:574] : INFO : Epoch 732 | loss: 0.031155 | val_loss: 0.0311739 | Time: 2227.23 ms [2021-01-18 12:09:03 main:574] : INFO : Epoch 733 | loss: 0.0311556 | val_loss: 0.0311703 | Time: 2318.89 ms [2021-01-18 12:09:05 main:574] : INFO : Epoch 734 | loss: 0.0311553 | val_loss: 0.0311721 | Time: 2290.05 ms [2021-01-18 12:09:08 main:574] : INFO : Epoch 735 | loss: 0.0311569 | val_loss: 0.0311722 | Time: 2291.42 ms [2021-01-18 12:09:10 main:574] : INFO : Epoch 736 | loss: 0.0311578 | val_loss: 0.0311723 | Time: 2329.57 ms [2021-01-18 12:09:12 main:574] : INFO : Epoch 737 | loss: 0.0311603 | val_loss: 0.0311738 | Time: 2208.1 ms [2021-01-18 12:09:14 main:574] : INFO : Epoch 738 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 2234.66 ms [2021-01-18 12:09:17 main:574] : INFO : Epoch 739 | loss: 0.0311572 | val_loss: 0.0311702 | Time: 2297.9 ms [2021-01-18 12:09:19 main:574] : INFO : Epoch 740 | loss: 0.0311562 | val_loss: 0.0311692 | Time: 2284.07 ms [2021-01-18 12:09:21 main:574] : INFO : Epoch 741 | loss: 0.0311571 | val_loss: 0.0311702 | Time: 2306.9 ms [2021-01-18 12:09:24 main:574] : INFO : Epoch 742 | loss: 0.0311579 | val_loss: 0.0311694 | Time: 2250.05 ms [2021-01-18 12:09:26 main:574] : INFO : Epoch 743 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 2278.45 ms [2021-01-18 12:09:28 main:574] : INFO : Epoch 744 | loss: 0.031157 | val_loss: 0.0311707 | Time: 2258.03 ms [2021-01-18 12:09:31 main:574] : INFO : Epoch 745 | loss: 0.0311591 | val_loss: 0.0311752 | Time: 2252.99 ms [2021-01-18 12:09:33 main:574] : INFO : Epoch 746 | loss: 0.0311686 | val_loss: 0.0311741 | Time: 2314.45 ms [2021-01-18 12:09:35 main:574] : INFO : Epoch 747 | loss: 0.0311674 | val_loss: 0.0311724 | Time: 2242.05 ms [2021-01-18 12:09:37 main:574] : INFO : Epoch 748 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 2242.46 ms [2021-01-18 12:09:40 main:574] : INFO : Epoch 749 | loss: 0.0311631 | val_loss: 0.0311718 | Time: 2216.03 ms [2021-01-18 12:09:42 main:574] : INFO : Epoch 750 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 2138.24 ms [2021-01-18 12:09:44 main:574] : INFO : Epoch 751 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 2500.36 ms [2021-01-18 12:09:47 main:574] : INFO : Epoch 752 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 2318.24 ms [2021-01-18 12:09:49 main:574] : INFO : Epoch 753 | loss: 0.0311608 | val_loss: 0.0311703 | Time: 2293.41 ms [2021-01-18 12:09:51 main:574] : INFO : Epoch 754 | loss: 0.0311611 | val_loss: 0.031171 | Time: 2255.95 ms [2021-01-18 12:09:53 main:574] : INFO : Epoch 755 | loss: 0.0311612 | val_loss: 0.0311714 | Time: 2230.78 ms [2021-01-18 12:09:56 main:574] : INFO : Epoch 756 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 2264.07 ms [2021-01-18 12:09:58 main:574] : INFO : Epoch 757 | loss: 0.0311612 | val_loss: 0.0311718 | Time: 2249.7 ms [2021-01-18 12:10:00 main:574] : INFO : Epoch 758 | loss: 0.0311599 | val_loss: 0.0311702 | Time: 2240.63 ms [2021-01-18 12:10:03 main:574] : INFO : Epoch 759 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 2306.44 ms [2021-01-18 12:10:05 main:574] : INFO : Epoch 760 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 2275.09 ms [2021-01-18 12:10:07 main:574] : INFO : Epoch 761 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 2292.4 ms [2021-01-18 12:10:10 main:574] : INFO : Epoch 762 | loss: 0.031159 | val_loss: 0.0311707 | Time: 2264.99 ms [2021-01-18 12:10:12 main:574] : INFO : Epoch 763 | loss: 0.0311591 | val_loss: 0.0311699 | Time: 2241.54 ms [2021-01-18 12:10:14 main:574] : INFO : Epoch 764 | loss: 0.0311597 | val_loss: 0.0311722 | Time: 2256.26 ms [2021-01-18 12:10:16 main:574] : INFO : Epoch 765 | loss: 0.0311603 | val_loss: 0.0311754 | Time: 2313.29 ms [2021-01-18 12:10:19 main:574] : INFO : Epoch 766 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 2259.77 ms [2021-01-18 12:10:21 main:574] : INFO : Epoch 767 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 2278.14 ms [2021-01-18 12:10:23 main:574] : INFO : Epoch 768 | loss: 0.0311586 | val_loss: 0.0311734 | Time: 2271.45 ms [2021-01-18 12:10:26 main:574] : INFO : Epoch 769 | loss: 0.0311616 | val_loss: 0.0311715 | Time: 2240.36 ms [2021-01-18 12:10:28 main:574] : INFO : Epoch 770 | loss: 0.0311596 | val_loss: 0.031173 | Time: 2274.51 ms [2021-01-18 12:10:30 main:574] : INFO : Epoch 771 | loss: 0.0311589 | val_loss: 0.0311729 | Time: 2303.6 ms [2021-01-18 12:10:33 main:574] : INFO : Epoch 772 | loss: 0.0311609 | val_loss: 0.0311706 | Time: 2237.41 ms [2021-01-18 12:10:35 main:574] : INFO : Epoch 773 | loss: 0.031159 | val_loss: 0.0311715 | Time: 2255.66 ms [2021-01-18 12:10:37 main:574] : INFO : Epoch 774 | loss: 0.0311585 | val_loss: 0.0311715 | Time: 2224.12 ms [2021-01-18 12:10:39 main:574] : INFO : Epoch 775 | loss: 0.0311592 | val_loss: 0.031175 | Time: 2269.25 ms [2021-01-18 12:10:42 main:574] : INFO : Epoch 776 | loss: 0.0311591 | val_loss: 0.0311703 | Time: 2233.18 ms [2021-01-18 12:10:44 main:574] : INFO : Epoch 777 | loss: 0.0311581 | val_loss: 0.0311718 | Time: 2210.94 ms [2021-01-18 12:10:46 main:574] : INFO : Epoch 778 | loss: 0.0311591 | val_loss: 0.0311728 | Time: 2281.43 ms [2021-01-18 12:10:48 main:574] : INFO : Epoch 779 | loss: 0.0311591 | val_loss: 0.0311738 | Time: 2244.47 ms [2021-01-18 12:10:51 main:574] : INFO : Epoch 780 | loss: 0.031158 | val_loss: 0.0311695 | Time: 2236.73 ms [2021-01-18 12:10:53 main:574] : INFO : Epoch 781 | loss: 0.031159 | val_loss: 0.0311741 | Time: 2237.72 ms [2021-01-18 12:10:55 main:574] : INFO : Epoch 782 | loss: 0.031159 | val_loss: 0.0311729 | Time: 2231.81 ms [2021-01-18 12:10:57 main:574] : INFO : Epoch 783 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 2260.25 ms [2021-01-18 12:11:00 main:574] : INFO : Epoch 784 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 2256.31 ms [2021-01-18 12:11:02 main:574] : INFO : Epoch 785 | loss: 0.0311579 | val_loss: 0.031171 | Time: 2231.62 ms [2021-01-18 12:11:04 main:574] : INFO : Epoch 786 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 2215.48 ms [2021-01-18 12:11:06 main:574] : INFO : Epoch 787 | loss: 0.0311586 | val_loss: 0.0311705 | Time: 2229.82 ms [2021-01-18 12:11:09 main:574] : INFO : Epoch 788 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 2232.28 ms [2021-01-18 12:11:11 main:574] : INFO : Epoch 789 | loss: 0.031158 | val_loss: 0.0311699 | Time: 2257.12 ms [2021-01-18 12:11:13 main:574] : INFO : Epoch 790 | loss: 0.031159 | val_loss: 0.0311706 | Time: 2246.65 ms [2021-01-18 12:11:16 main:574] : INFO : Epoch 791 | loss: 0.0311599 | val_loss: 0.0311741 | Time: 2284.87 ms [2021-01-18 12:11:18 main:574] : INFO : Epoch 792 | loss: 0.031161 | val_loss: 0.0311699 | Time: 2257.82 ms [2021-01-18 12:11:20 main:574] : INFO : Epoch 793 | loss: 0.0311608 | val_loss: 0.0311755 | Time: 2299 ms [2021-01-18 12:11:22 main:574] : INFO : Epoch 794 | loss: 0.031161 | val_loss: 0.0311717 | Time: 2241.47 ms [2021-01-18 12:11:25 main:574] : INFO : Epoch 795 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 2256.86 ms [2021-01-18 12:11:27 main:574] : INFO : Epoch 796 | loss: 0.0311668 | val_loss: 0.0311853 | Time: 2297.92 ms [2021-01-18 12:11:29 main:574] : INFO : Epoch 797 | loss: 0.0311686 | val_loss: 0.0311719 | Time: 2299.18 ms [2021-01-18 12:11:32 main:574] : INFO : Epoch 798 | loss: 0.0311683 | val_loss: 0.0311751 | Time: 2266.98 ms [2021-01-18 12:11:34 main:574] : INFO : Epoch 799 | loss: 0.031171 | val_loss: 0.0311764 | Time: 2283.9 ms [2021-01-18 12:11:36 main:574] : INFO : Epoch 800 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 2313.79 ms [2021-01-18 12:11:39 main:574] : INFO : Epoch 801 | loss: 0.0311707 | val_loss: 0.0311764 | Time: 2234.37 ms [2021-01-18 12:11:41 main:574] : INFO : Epoch 802 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 2330.67 ms [2021-01-18 12:11:43 main:574] : INFO : Epoch 803 | loss: 0.0311706 | val_loss: 0.0311839 | Time: 2164.89 ms [2021-01-18 12:11:46 main:574] : INFO : Epoch 804 | loss: 0.0311718 | val_loss: 0.0311773 | Time: 2461.02 ms [2021-01-18 12:11:48 main:574] : INFO : Epoch 805 | loss: 0.0311703 | val_loss: 0.0311753 | Time: 2276.78 ms [2021-01-18 12:11:50 main:574] : INFO : Epoch 806 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 2224.77 ms [2021-01-18 12:11:52 main:574] : INFO : Epoch 807 | loss: 0.031172 | val_loss: 0.0311784 | Time: 2272.55 ms [2021-01-18 12:11:55 main:574] : INFO : Epoch 808 | loss: 0.03117 | val_loss: 0.0311743 | Time: 2232.72 ms [2021-01-18 12:11:57 main:574] : INFO : Epoch 809 | loss: 0.0311709 | val_loss: 0.0311795 | Time: 2290.02 ms [2021-01-18 12:12:00 main:574] : INFO : Epoch 810 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 2308.8 ms [2021-01-18 12:12:02 main:574] : INFO : Epoch 811 | loss: 0.0311694 | val_loss: 0.031176 | Time: 2284.23 ms [2021-01-18 12:12:04 main:574] : INFO : Epoch 812 | loss: 0.0311694 | val_loss: 0.031174 | Time: 2226.27 ms [2021-01-18 12:12:07 main:574] : INFO : Epoch 813 | loss: 0.0311691 | val_loss: 0.0311755 | Time: 2318.95 ms [2021-01-18 12:12:09 main:574] : INFO : Epoch 814 | loss: 0.0311694 | val_loss: 0.0311738 | Time: 2260.9 ms [2021-01-18 12:12:11 main:574] : INFO : Epoch 815 | loss: 0.031169 | val_loss: 0.0311739 | Time: 2274.02 ms [2021-01-18 12:12:14 main:574] : INFO : Epoch 816 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 2259.87 ms [2021-01-18 12:12:16 main:574] : INFO : Epoch 817 | loss: 0.0311697 | val_loss: 0.0311747 | Time: 2306.82 ms [2021-01-18 12:12:18 main:574] : INFO : Epoch 818 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2269.13 ms [2021-01-18 12:12:20 main:574] : INFO : Epoch 819 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 2268.87 ms [2021-01-18 12:12:23 main:574] : INFO : Epoch 820 | loss: 0.0311701 | val_loss: 0.0311745 | Time: 2222.15 ms [2021-01-18 12:12:25 main:574] : INFO : Epoch 821 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 2261.4 ms [2021-01-18 12:12:27 main:574] : INFO : Epoch 822 | loss: 0.031169 | val_loss: 0.0311739 | Time: 2241.11 ms [2021-01-18 12:12:30 main:574] : INFO : Epoch 823 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 2332.36 ms [2021-01-18 12:12:32 main:574] : INFO : Epoch 824 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 2279.1 ms [2021-01-18 12:12:34 main:574] : INFO : Epoch 825 | loss: 0.0311681 | val_loss: 0.0311737 | Time: 2241.91 ms [2021-01-18 12:12:36 main:574] : INFO : Epoch 826 | loss: 0.0311694 | val_loss: 0.0311733 | Time: 2282.03 ms [2021-01-18 12:12:39 main:574] : INFO : Epoch 827 | loss: 0.0311699 | val_loss: 0.0311742 | Time: 2224.97 ms [2021-01-18 12:12:41 main:574] : INFO : Epoch 828 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 2309.08 ms [2021-01-18 12:12:43 main:574] : INFO : Epoch 829 | loss: 0.0311692 | val_loss: 0.0311739 | Time: 2177.03 ms [2021-01-18 12:12:45 main:574] : INFO : Epoch 830 | loss: 0.0311689 | val_loss: 0.0311732 | Time: 2204.94 ms [2021-01-18 12:12:48 main:574] : INFO : Epoch 831 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 2295.67 ms [2021-01-18 12:12:50 main:574] : INFO : Epoch 832 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 2239.42 ms [2021-01-18 12:12:52 main:574] : INFO : Epoch 833 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 2223.21 ms [2021-01-18 12:12:54 main:574] : INFO : Epoch 834 | loss: 0.0311718 | val_loss: 0.03118 | Time: 2223.56 ms [2021-01-18 12:12:57 main:574] : INFO : Epoch 835 | loss: 0.0311753 | val_loss: 0.0311883 | Time: 2262.67 ms [2021-01-18 12:12:59 main:574] : INFO : Epoch 836 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 2248.2 ms [2021-01-18 12:13:01 main:574] : INFO : Epoch 837 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 2253.74 ms [2021-01-18 12:13:04 main:574] : INFO : Epoch 838 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 2212.43 ms [2021-01-18 12:13:06 main:574] : INFO : Epoch 839 | loss: 0.0311681 | val_loss: 0.0311724 | Time: 2289.69 ms [2021-01-18 12:13:08 main:574] : INFO : Epoch 840 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 2303.27 ms [2021-01-18 12:13:10 main:574] : INFO : Epoch 841 | loss: 0.0311671 | val_loss: 0.031173 | Time: 2243.05 ms [2021-01-18 12:13:13 main:574] : INFO : Epoch 842 | loss: 0.0311683 | val_loss: 0.0311722 | Time: 2262.16 ms [2021-01-18 12:13:15 main:574] : INFO : Epoch 843 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 2298.05 ms [2021-01-18 12:13:17 main:574] : INFO : Epoch 844 | loss: 0.0311696 | val_loss: 0.0311715 | Time: 2261.17 ms [2021-01-18 12:13:20 main:574] : INFO : Epoch 845 | loss: 0.031168 | val_loss: 0.0311715 | Time: 2278.58 ms [2021-01-18 12:13:22 main:574] : INFO : Epoch 846 | loss: 0.0311682 | val_loss: 0.0311724 | Time: 2281.18 ms [2021-01-18 12:13:24 main:574] : INFO : Epoch 847 | loss: 0.0311702 | val_loss: 0.0311713 | Time: 2269.47 ms [2021-01-18 12:13:26 main:574] : INFO : Epoch 848 | loss: 0.0311687 | val_loss: 0.0311719 | Time: 2275.18 ms [2021-01-18 12:13:29 main:574] : INFO : Epoch 849 | loss: 0.0311679 | val_loss: 0.0311718 | Time: 2233.66 ms [2021-01-18 12:13:31 main:574] : INFO : Epoch 850 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 2248.62 ms [2021-01-18 12:13:33 main:574] : INFO : Epoch 851 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 2277.3 ms [2021-01-18 12:13:36 main:574] : INFO : Epoch 852 | loss: 0.0311709 | val_loss: 0.0311717 | Time: 2254.34 ms [2021-01-18 12:13:38 main:574] : INFO : Epoch 853 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 2248.4 ms [2021-01-18 12:13:40 main:574] : INFO : Epoch 854 | loss: 0.0311708 | val_loss: 0.0311706 | Time: 2301.34 ms [2021-01-18 12:13:42 main:574] : INFO : Epoch 855 | loss: 0.0311692 | val_loss: 0.0311709 | Time: 2288.78 ms [2021-01-18 12:13:45 main:574] : INFO : Epoch 856 | loss: 0.0311685 | val_loss: 0.0311717 | Time: 2207.83 ms [2021-01-18 12:13:47 main:574] : INFO : Epoch 857 | loss: 0.0311717 | val_loss: 0.0311705 | Time: 2253.36 ms [2021-01-18 12:13:49 main:574] : INFO : Epoch 858 | loss: 0.0311705 | val_loss: 0.0311719 | Time: 2237.03 ms [2021-01-18 12:13:51 main:574] : INFO : Epoch 859 | loss: 0.0311679 | val_loss: 0.0311718 | Time: 2214.28 ms [2021-01-18 12:13:54 main:574] : INFO : Epoch 860 | loss: 0.0311681 | val_loss: 0.0311711 | Time: 2262.23 ms [2021-01-18 12:13:56 main:574] : INFO : Epoch 861 | loss: 0.0311672 | val_loss: 0.0311716 | Time: 2277.58 ms [2021-01-18 12:13:58 main:574] : INFO : Epoch 862 | loss: 0.0311679 | val_loss: 0.0311715 | Time: 2267.02 ms [2021-01-18 12:14:01 main:574] : INFO : Epoch 863 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 2295.66 ms [2021-01-18 12:14:03 main:574] : INFO : Epoch 864 | loss: 0.0311672 | val_loss: 0.0311698 | Time: 2323.01 ms [2021-01-18 12:14:05 main:574] : INFO : Epoch 865 | loss: 0.0311673 | val_loss: 0.03117 | Time: 2228.34 ms [2021-01-18 12:14:07 main:574] : INFO : Epoch 866 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 2248.28 ms [2021-01-18 12:14:10 main:574] : INFO : Epoch 867 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 2263.53 ms [2021-01-18 12:14:12 main:574] : INFO : Epoch 868 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 2172.51 ms [2021-01-18 12:14:14 main:574] : INFO : Epoch 869 | loss: 0.0311675 | val_loss: 0.0311712 | Time: 2291.89 ms [2021-01-18 12:14:17 main:574] : INFO : Epoch 870 | loss: 0.0311677 | val_loss: 0.0311701 | Time: 2373.43 ms [2021-01-18 12:14:19 main:574] : INFO : Epoch 871 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 2260.35 ms [2021-01-18 12:14:21 main:574] : INFO : Epoch 872 | loss: 0.0311682 | val_loss: 0.0311714 | Time: 2246.83 ms [2021-01-18 12:14:23 main:574] : INFO : Epoch 873 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 2257.61 ms [2021-01-18 12:14:26 main:574] : INFO : Epoch 874 | loss: 0.0311671 | val_loss: 0.03117 | Time: 2256.77 ms [2021-01-18 12:14:28 main:574] : INFO : Epoch 875 | loss: 0.0311669 | val_loss: 0.0311738 | Time: 2296.08 ms [2021-01-18 12:14:30 main:574] : INFO : Epoch 876 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 2273.15 ms [2021-01-18 12:14:33 main:574] : INFO : Epoch 877 | loss: 0.0311682 | val_loss: 0.0311705 | Time: 2261.95 ms [2021-01-18 12:14:35 main:574] : INFO : Epoch 878 | loss: 0.031168 | val_loss: 0.0311713 | Time: 2328.89 ms [2021-01-18 12:14:37 main:574] : INFO : Epoch 879 | loss: 0.0311684 | val_loss: 0.0311713 | Time: 2250.49 ms [2021-01-18 12:14:40 main:574] : INFO : Epoch 880 | loss: 0.0311672 | val_loss: 0.0311702 | Time: 2302.17 ms [2021-01-18 12:14:42 main:574] : INFO : Epoch 881 | loss: 0.0311663 | val_loss: 0.0311703 | Time: 2315.26 ms [2021-01-18 12:14:44 main:574] : INFO : Epoch 882 | loss: 0.0311665 | val_loss: 0.0311718 | Time: 2441.18 ms [2021-01-18 12:14:47 main:574] : INFO : Epoch 883 | loss: 0.0311673 | val_loss: 0.0311715 | Time: 2223.92 ms [2021-01-18 12:14:49 main:574] : INFO : Epoch 884 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 2273.57 ms [2021-01-18 12:14:51 main:574] : INFO : Epoch 885 | loss: 0.0311675 | val_loss: 0.031171 | Time: 2227.36 ms [2021-01-18 12:14:53 main:574] : INFO : Epoch 886 | loss: 0.0311681 | val_loss: 0.0311708 | Time: 2291.63 ms [2021-01-18 12:14:56 main:574] : INFO : Epoch 887 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 2265.09 ms [2021-01-18 12:14:58 main:574] : INFO : Epoch 888 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 2266.81 ms [2021-01-18 12:15:00 main:574] : INFO : Epoch 889 | loss: 0.0311665 | val_loss: 0.0311717 | Time: 2258.42 ms [2021-01-18 12:15:03 main:574] : INFO : Epoch 890 | loss: 0.0311679 | val_loss: 0.031172 | Time: 2255.73 ms [2021-01-18 12:15:05 main:574] : INFO : Epoch 891 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 2309.41 ms [2021-01-18 12:15:07 main:574] : INFO : Epoch 892 | loss: 0.0311669 | val_loss: 0.031172 | Time: 2251.29 ms [2021-01-18 12:15:10 main:574] : INFO : Epoch 893 | loss: 0.0311666 | val_loss: 0.0311704 | Time: 2464.67 ms [2021-01-18 12:15:12 main:574] : INFO : Epoch 894 | loss: 0.0311681 | val_loss: 0.0311702 | Time: 2314.91 ms [2021-01-18 12:15:14 main:574] : INFO : Epoch 895 | loss: 0.031167 | val_loss: 0.0311743 | Time: 2285.83 ms [2021-01-18 12:15:17 main:574] : INFO : Epoch 896 | loss: 0.0311676 | val_loss: 0.031171 | Time: 2251.78 ms [2021-01-18 12:15:19 main:574] : INFO : Epoch 897 | loss: 0.0311682 | val_loss: 0.0311725 | Time: 2270.32 ms [2021-01-18 12:15:21 main:574] : INFO : Epoch 898 | loss: 0.0311671 | val_loss: 0.0311706 | Time: 2302.72 ms [2021-01-18 12:15:24 main:574] : INFO : Epoch 899 | loss: 0.0311667 | val_loss: 0.0311704 | Time: 2323.73 ms [2021-01-18 12:15:26 main:574] : INFO : Epoch 900 | loss: 0.0311671 | val_loss: 0.03117 | Time: 2229.67 ms [2021-01-18 12:15:28 main:574] : INFO : Epoch 901 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 2284.01 ms [2021-01-18 12:15:30 main:574] : INFO : Epoch 902 | loss: 0.0311668 | val_loss: 0.0311701 | Time: 2242.82 ms [2021-01-18 12:15:33 main:574] : INFO : Epoch 903 | loss: 0.0311669 | val_loss: 0.03117 | Time: 2223.25 ms [2021-01-18 12:15:35 main:574] : INFO : Epoch 904 | loss: 0.0311672 | val_loss: 0.0311702 | Time: 2278.11 ms [2021-01-18 12:15:37 main:574] : INFO : Epoch 905 | loss: 0.0311668 | val_loss: 0.0311707 | Time: 2262.91 ms [2021-01-18 12:15:39 main:574] : INFO : Epoch 906 | loss: 0.0311679 | val_loss: 0.0311703 | Time: 2270.08 ms [2021-01-18 12:15:42 main:574] : INFO : Epoch 907 | loss: 0.0311678 | val_loss: 0.0311704 | Time: 2240.25 ms [2021-01-18 12:15:44 main:574] : INFO : Epoch 908 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 2226.91 ms [2021-01-18 12:15:46 main:574] : INFO : Epoch 909 | loss: 0.0311672 | val_loss: 0.031173 | Time: 2200.25 ms [2021-01-18 12:15:48 main:574] : INFO : Epoch 910 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 2157.31 ms [2021-01-18 12:15:51 main:574] : INFO : Epoch 911 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 2235.52 ms [2021-01-18 12:15:53 main:574] : INFO : Epoch 912 | loss: 0.031167 | val_loss: 0.0311699 | Time: 2277.12 ms [2021-01-18 12:15:55 main:574] : INFO : Epoch 913 | loss: 0.0311667 | val_loss: 0.03117 | Time: 2278.94 ms [2021-01-18 12:15:58 main:574] : INFO : Epoch 914 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 2323.63 ms [2021-01-18 12:16:00 main:574] : INFO : Epoch 915 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 2323.57 ms [2021-01-18 12:16:02 main:574] : INFO : Epoch 916 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 2263.61 ms [2021-01-18 12:16:05 main:574] : INFO : Epoch 917 | loss: 0.0311675 | val_loss: 0.0311704 | Time: 2301.26 ms [2021-01-18 12:16:07 main:574] : INFO : Epoch 918 | loss: 0.0311678 | val_loss: 0.0311706 | Time: 2256.71 ms [2021-01-18 12:16:09 main:574] : INFO : Epoch 919 | loss: 0.0311665 | val_loss: 0.0311705 | Time: 2277.33 ms [2021-01-18 12:16:11 main:574] : INFO : Epoch 920 | loss: 0.0311671 | val_loss: 0.0311703 | Time: 2229.81 ms [2021-01-18 12:16:14 main:574] : INFO : Epoch 921 | loss: 0.0311666 | val_loss: 0.03117 | Time: 2264.46 ms [2021-01-18 12:16:16 main:574] : INFO : Epoch 922 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 2296.37 ms [2021-01-18 12:16:18 main:574] : INFO : Epoch 923 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 2279.18 ms [2021-01-18 12:16:21 main:574] : INFO : Epoch 924 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 2272.4 ms [2021-01-18 12:16:23 main:574] : INFO : Epoch 925 | loss: 0.0311682 | val_loss: 0.0311716 | Time: 2256.29 ms [2021-01-18 12:16:25 main:574] : INFO : Epoch 926 | loss: 0.0311672 | val_loss: 0.0311709 | Time: 2213.51 ms [2021-01-18 12:16:27 main:574] : INFO : Epoch 927 | loss: 0.0311671 | val_loss: 0.0311744 | Time: 2291.22 ms [2021-01-18 12:16:30 main:574] : INFO : Epoch 928 | loss: 0.0311671 | val_loss: 0.0311701 | Time: 2267.84 ms [2021-01-18 12:16:32 main:574] : INFO : Epoch 929 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 2253 ms [2021-01-18 12:16:34 main:574] : INFO : Epoch 930 | loss: 0.0311663 | val_loss: 0.0311714 | Time: 2241.38 ms [2021-01-18 12:16:36 main:574] : INFO : Epoch 931 | loss: 0.031167 | val_loss: 0.03117 | Time: 2252.85 ms [2021-01-18 12:16:39 main:574] : INFO : Epoch 932 | loss: 0.0311676 | val_loss: 0.0311719 | Time: 2332.22 ms [2021-01-18 12:16:41 main:574] : INFO : Epoch 933 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 2203.32 ms [2021-01-18 12:16:43 main:574] : INFO : Epoch 934 | loss: 0.0311664 | val_loss: 0.0311702 | Time: 2238.48 ms [2021-01-18 12:16:46 main:574] : INFO : Epoch 935 | loss: 0.0311666 | val_loss: 0.0311706 | Time: 2258.27 ms [2021-01-18 12:16:48 main:574] : INFO : Epoch 936 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 2198.07 ms [2021-01-18 12:16:50 main:574] : INFO : Epoch 937 | loss: 0.031169 | val_loss: 0.031174 | Time: 2295.31 ms [2021-01-18 12:16:52 main:574] : INFO : Epoch 938 | loss: 0.0311676 | val_loss: 0.0311709 | Time: 2273.53 ms [2021-01-18 12:16:55 main:574] : INFO : Epoch 939 | loss: 0.0311669 | val_loss: 0.0311702 | Time: 2233.32 ms [2021-01-18 12:16:57 main:574] : INFO : Epoch 940 | loss: 0.0311665 | val_loss: 0.0311706 | Time: 2263.98 ms [2021-01-18 12:16:59 main:574] : INFO : Epoch 941 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 2220.83 ms [2021-01-18 12:17:02 main:574] : INFO : Epoch 942 | loss: 0.0311661 | val_loss: 0.0311706 | Time: 2469.57 ms [2021-01-18 12:17:04 main:574] : INFO : Epoch 943 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 2353.15 ms [2021-01-18 12:17:06 main:574] : INFO : Epoch 944 | loss: 0.0311668 | val_loss: 0.0311701 | Time: 2256.29 ms [2021-01-18 12:17:09 main:574] : INFO : Epoch 945 | loss: 0.0311719 | val_loss: 0.0311713 | Time: 2312.7 ms [2021-01-18 12:17:11 main:574] : INFO : Epoch 946 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 2283.75 ms [2021-01-18 12:17:13 main:574] : INFO : Epoch 947 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 2196.27 ms [2021-01-18 12:17:15 main:574] : INFO : Epoch 948 | loss: 0.0311667 | val_loss: 0.0311707 | Time: 2224.79 ms [2021-01-18 12:17:18 main:574] : INFO : Epoch 949 | loss: 0.031166 | val_loss: 0.03117 | Time: 2220.47 ms [2021-01-18 12:17:20 main:574] : INFO : Epoch 950 | loss: 0.0311665 | val_loss: 0.0311699 | Time: 2277.62 ms [2021-01-18 12:17:22 main:574] : INFO : Epoch 951 | loss: 0.0311664 | val_loss: 0.0311711 | Time: 2238.32 ms [2021-01-18 12:17:24 main:574] : INFO : Epoch 952 | loss: 0.031167 | val_loss: 0.0311716 | Time: 2247.61 ms [2021-01-18 12:17:27 main:574] : INFO : Epoch 953 | loss: 0.0311668 | val_loss: 0.03117 | Time: 2212.05 ms [2021-01-18 12:17:29 main:574] : INFO : Epoch 954 | loss: 0.0311662 | val_loss: 0.03117 | Time: 2338.81 ms [2021-01-18 12:17:31 main:574] : INFO : Epoch 955 | loss: 0.031166 | val_loss: 0.0311699 | Time: 2217.05 ms [2021-01-18 12:17:34 main:574] : INFO : Epoch 956 | loss: 0.031167 | val_loss: 0.0311749 | Time: 2197.91 ms [2021-01-18 12:17:36 main:574] : INFO : Epoch 957 | loss: 0.0311684 | val_loss: 0.0311726 | Time: 2258.27 ms [2021-01-18 12:17:38 main:574] : INFO : Epoch 958 | loss: 0.031167 | val_loss: 0.0311705 | Time: 2325.15 ms [2021-01-18 12:17:40 main:574] : INFO : Epoch 959 | loss: 0.0311661 | val_loss: 0.0311705 | Time: 2203.39 ms [2021-01-18 12:17:43 main:574] : INFO : Epoch 960 | loss: 0.0311669 | val_loss: 0.0311711 | Time: 2230.43 ms [2021-01-18 12:17:45 main:574] : INFO : Epoch 961 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 2262.24 ms [2021-01-18 12:17:47 main:574] : INFO : Epoch 962 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 2348.46 ms [2021-01-18 12:17:49 main:574] : INFO : Epoch 963 | loss: 0.0311672 | val_loss: 0.0311712 | Time: 2084.85 ms [2021-01-18 12:17:52 main:574] : INFO : Epoch 964 | loss: 0.031166 | val_loss: 0.0311702 | Time: 2276.91 ms [2021-01-18 12:17:54 main:574] : INFO : Epoch 965 | loss: 0.0311666 | val_loss: 0.0311704 | Time: 2262.43 ms [2021-01-18 12:17:56 main:574] : INFO : Epoch 966 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 2271.48 ms [2021-01-18 12:17:58 main:574] : INFO : Epoch 967 | loss: 0.0311663 | val_loss: 0.0311713 | Time: 2233.9 ms [2021-01-18 12:18:01 main:574] : INFO : Epoch 968 | loss: 0.0311667 | val_loss: 0.03117 | Time: 2310.73 ms [2021-01-18 12:18:03 main:574] : INFO : Epoch 969 | loss: 0.0311662 | val_loss: 0.0311708 | Time: 2258.66 ms [2021-01-18 12:18:05 main:574] : INFO : Epoch 970 | loss: 0.0311663 | val_loss: 0.03117 | Time: 2213.71 ms [2021-01-18 12:18:08 main:574] : INFO : Epoch 971 | loss: 0.0311664 | val_loss: 0.0311706 | Time: 2238.38 ms [2021-01-18 12:18:10 main:574] : INFO : Epoch 972 | loss: 0.0311667 | val_loss: 0.0311712 | Time: 2299.95 ms [2021-01-18 12:18:13 main:574] : INFO : Epoch 973 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 2902.54 ms [2021-01-18 12:18:16 main:574] : INFO : Epoch 974 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 3192.35 ms [2021-01-18 12:18:18 main:574] : INFO : Epoch 975 | loss: 0.0311679 | val_loss: 0.0311752 | Time: 2369.76 ms [2021-01-18 12:18:21 main:574] : INFO : Epoch 976 | loss: 0.0311679 | val_loss: 0.0311704 | Time: 2847.28 ms [2021-01-18 12:18:24 main:574] : INFO : Epoch 977 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 2741.23 ms [2021-01-18 12:18:27 main:574] : INFO : Epoch 978 | loss: 0.0311678 | val_loss: 0.0311733 | Time: 2541.11 ms [2021-01-18 12:18:29 main:574] : INFO : Epoch 979 | loss: 0.0311678 | val_loss: 0.0311709 | Time: 2738.78 ms [2021-01-18 12:18:32 main:574] : INFO : Epoch 980 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 2469.17 ms [2021-01-18 12:18:35 main:574] : INFO : Epoch 981 | loss: 0.0311691 | val_loss: 0.0311711 | Time: 2592.29 ms [2021-01-18 12:18:37 main:574] : INFO : Epoch 982 | loss: 0.0311673 | val_loss: 0.031172 | Time: 2687.87 ms [2021-01-18 12:18:40 main:574] : INFO : Epoch 983 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 3086.81 ms [2021-01-18 12:18:43 main:574] : INFO : Epoch 984 | loss: 0.0311659 | val_loss: 0.0311702 | Time: 2760.15 ms [2021-01-18 12:18:46 main:574] : INFO : Epoch 985 | loss: 0.031167 | val_loss: 0.0311702 | Time: 2489.42 ms [2021-01-18 12:18:48 main:574] : INFO : Epoch 986 | loss: 0.031166 | val_loss: 0.0311718 | Time: 2660.81 ms [2021-01-18 12:18:51 main:574] : INFO : Epoch 987 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 2484.28 ms [2021-01-18 12:18:53 main:574] : INFO : Epoch 988 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 2576.5 ms [2021-01-18 12:18:56 main:574] : INFO : Epoch 989 | loss: 0.0311659 | val_loss: 0.0311725 | Time: 2501.91 ms [2021-01-18 12:18:58 main:574] : INFO : Epoch 990 | loss: 0.0311676 | val_loss: 0.0311709 | Time: 2401.05 ms [2021-01-18 12:19:01 main:574] : INFO : Epoch 991 | loss: 0.0311658 | val_loss: 0.031172 | Time: 2392.13 ms [2021-01-18 12:19:03 main:574] : INFO : Epoch 992 | loss: 0.0311668 | val_loss: 0.0311725 | Time: 2379.63 ms [2021-01-18 12:19:06 main:574] : INFO : Epoch 993 | loss: 0.0311661 | val_loss: 0.0311709 | Time: 2342.16 ms [2021-01-18 12:19:08 main:574] : INFO : Epoch 994 | loss: 0.0311664 | val_loss: 0.0311707 | Time: 2388.68 ms [2021-01-18 12:19:10 main:574] : INFO : Epoch 995 | loss: 0.0311667 | val_loss: 0.0311703 | Time: 2331.01 ms [2021-01-18 12:19:13 main:574] : INFO : Epoch 996 | loss: 0.0311658 | val_loss: 0.0311714 | Time: 2354.61 ms [2021-01-18 12:19:15 main:574] : INFO : Epoch 997 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 2419.07 ms [2021-01-18 12:19:18 main:574] : INFO : Epoch 998 | loss: 0.0311663 | val_loss: 0.0311717 | Time: 2399.97 ms [2021-01-18 12:19:20 main:574] : INFO : Epoch 999 | loss: 0.0311658 | val_loss: 0.031171 | Time: 2409.31 ms [2021-01-18 12:19:22 main:574] : INFO : Epoch 1000 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 2329.63 ms [2021-01-18 12:19:25 main:574] : INFO : Epoch 1001 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 2474.21 ms [2021-01-18 12:19:27 main:574] : INFO : Epoch 1002 | loss: 0.0311674 | val_loss: 0.0311718 | Time: 2615.96 ms [2021-01-18 12:19:30 main:574] : INFO : Epoch 1003 | loss: 0.0311662 | val_loss: 0.031172 | Time: 2646.93 ms [2021-01-18 12:19:33 main:574] : INFO : Epoch 1004 | loss: 0.031167 | val_loss: 0.0311702 | Time: 2560.2 ms [2021-01-18 12:19:35 main:574] : INFO : Epoch 1005 | loss: 0.0311693 | val_loss: 0.0311758 | Time: 2441.57 ms [2021-01-18 12:19:38 main:574] : INFO : Epoch 1006 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 2488.2 ms [2021-01-18 12:19:40 main:574] : INFO : Epoch 1007 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 2430.97 ms [2021-01-18 12:19:43 main:574] : INFO : Epoch 1008 | loss: 0.0311692 | val_loss: 0.0311719 | Time: 2653.95 ms [2021-01-18 12:19:45 main:574] : INFO : Epoch 1009 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 2495.78 ms [2021-01-18 12:19:48 main:574] : INFO : Epoch 1010 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 2518.78 ms [2021-01-18 12:19:50 main:574] : INFO : Epoch 1011 | loss: 0.031166 | val_loss: 0.0311706 | Time: 2444.34 ms [2021-01-18 12:19:53 main:574] : INFO : Epoch 1012 | loss: 0.031166 | val_loss: 0.0311752 | Time: 2326.28 ms [2021-01-18 12:19:55 main:574] : INFO : Epoch 1013 | loss: 0.031167 | val_loss: 0.0311707 | Time: 2472.03 ms [2021-01-18 12:19:58 main:574] : INFO : Epoch 1014 | loss: 0.031166 | val_loss: 0.0311736 | Time: 2599.4 ms [2021-01-18 12:20:00 main:574] : INFO : Epoch 1015 | loss: 0.0311663 | val_loss: 0.0311703 | Time: 2429.41 ms [2021-01-18 12:20:03 main:574] : INFO : Epoch 1016 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 2668.13 ms [2021-01-18 12:20:05 main:574] : INFO : Epoch 1017 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 2405.13 ms [2021-01-18 12:20:08 main:574] : INFO : Epoch 1018 | loss: 0.0311658 | val_loss: 0.0311701 | Time: 2511.98 ms [2021-01-18 12:20:10 main:574] : INFO : Epoch 1019 | loss: 0.0311662 | val_loss: 0.0311766 | Time: 2526.05 ms [2021-01-18 12:20:13 main:574] : INFO : Epoch 1020 | loss: 0.0311674 | val_loss: 0.0311701 | Time: 2493.69 ms [2021-01-18 12:20:16 main:574] : INFO : Epoch 1021 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 2534.95 ms [2021-01-18 12:20:18 main:574] : INFO : Epoch 1022 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 2546.96 ms [2021-01-18 12:20:21 main:574] : INFO : Epoch 1023 | loss: 0.0311658 | val_loss: 0.0311703 | Time: 2509.57 ms [2021-01-18 12:20:23 main:574] : INFO : Epoch 1024 | loss: 0.0311659 | val_loss: 0.0311713 | Time: 2417.7 ms [2021-01-18 12:20:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311713 [2021-01-18 12:20:23 main:603] : INFO : Saving end state to config to file [2021-01-18 12:20:23 main:608] : INFO : Success, exiting.. 12:20:23 (22316): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)